⚠️ Les données ci-dessous concernent les observations réalisées au plus tard :

Campagnes

Les cartes se lisent de la manière suivante :

  • La couleur des points correspond à la situation des dernières observations (usuelles ou complémentaires) sur les stations. Les données affichées peuvent donc ne pas être comparables si les suivis n’ont pas été réalisés à la même période ;
  • Les tailles des points sont proportionnelles à la fréquence des assecs sur les chroniques de données des campagnes usuelles ;
  • En cliquant sur une station, un graphique de l’historique des observations et états d’écoulement peut être affiché ;.
  • Avec le menu déroulant (en haut à droite), différents éléments cartographiques peuvent être affichés (i.e. fonds de cartes, départements, assecs, zones d’alerte Propluvia).

Deux onglets pour les deux typologies d’observations sont distingués:

  • Typologie nationale : écoulement visible ; écoulement non visible et assec ;

  • Typologie départementale : écoulement visible acceptable ; écoulement visible faible ; écoulement non visible et assec.

Les observations impossibles et données manquantes sont également représentées.


Typologie nationale

Typologie départementale

Bilan régional

Conditions d’écoulement lors des campagnes usuelles (mai à septembre 2023)


Typologie nationale

## $data
## # A tibble: 16 × 8
## # Groups:   Mois, Annee [5]
##    Mois  Annee lib_ecoul3mod             NB    frq Label Label_p .group
##    <chr> <dbl> <ord>                  <int>  <dbl> <chr> <chr>    <int>
##  1 05     2023 Assec                     11  3.86  11    4%           1
##  2 05     2023 Ecoulement non visible     9  3.16  9     3%           1
##  3 05     2023 Ecoulement visible       265 93.0   265   93%          1
##  4 06     2023 Assec                     29 10.2   29    10%          2
##  5 06     2023 Ecoulement non visible    15  5.26  15    5%           2
##  6 06     2023 Ecoulement visible       240 84.2   240   84%          2
##  7 06     2023 <NA>                       1  0.351 1     0%           2
##  8 07     2023 Assec                     76 26.7   76    27%          3
##  9 07     2023 Ecoulement non visible    29 10.2   29    10%          3
## 10 07     2023 Ecoulement visible       180 63.2   180   63%          3
## 11 08     2023 Assec                     84 29.5   84    29%          4
## 12 08     2023 Ecoulement non visible    22  7.72  22    8%           4
## 13 08     2023 Ecoulement visible       179 62.8   179   63%          4
## 14 09     2023 Assec                     75 26.3   75    26%          5
## 15 09     2023 Ecoulement non visible    22  7.72  22    8%           5
## 16 09     2023 Ecoulement visible       188 66.0   188   66%          5
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Typologie départementale

## $data
## # A tibble: 21 × 8
## # Groups:   Mois, Annee [5]
##    Mois  Annee lib_ecoul4mod                    NB    frq Label Label_p .group
##    <chr> <dbl> <ord>                         <int>  <dbl> <chr> <chr>    <int>
##  1 05     2023 Assec                            11  3.86  11    4%           1
##  2 05     2023 Ecoulement non visible            9  3.16  9     3%           1
##  3 05     2023 Ecoulement visible acceptable   223 78.2   223   78%          1
##  4 05     2023 Ecoulement visible faible        42 14.7   42    15%          1
##  5 06     2023 Assec                            29 10.2   29    10%          2
##  6 06     2023 Ecoulement non visible           15  5.26  15    5%           2
##  7 06     2023 Ecoulement visible acceptable   164 57.5   164   58%          2
##  8 06     2023 Ecoulement visible faible        76 26.7   76    27%          2
##  9 06     2023 <NA>                              1  0.351 1     0%           2
## 10 07     2023 Assec                            76 26.7   76    27%          3
## # ℹ 11 more rows
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Sévérité des assecs


## $data
## # A tibble: 60 × 8
##    Annee Mois  n_donnees n_assecs pourcentage_assecs taille_point Label  Label_p
##    <dbl> <fct>     <int>    <int>              <dbl>        <dbl> <chr>  <chr>  
##  1  2012 05          272        5               1.84         1.69 5/272  2%     
##  2  2012 06          272        5               1.84         1.69 5/272  2%     
##  3  2012 07          272       13               4.78         2.40 13/272 5%     
##  4  2012 08          272       48              17.6          4.32 48/272 18%    
##  5  2012 09          272       50              18.4          4.40 50/272 18%    
##  6  2013 05          277        0               0            1    0/277  0%     
##  7  2013 06          277        1               0.36         1.17 1/277  0%     
##  8  2013 07          277       11               3.97         2.23 11/277 4%     
##  9  2013 08          277       21               7.58         2.93 21/277 8%     
## 10  2013 09          277       21               7.58         2.93 21/277 8%     
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Des assecs se suivant d’un mois sur l’autre


## $data
## # A tibble: 55 × 5
##    Annee max_nb_mois_assec nb_station     pct label             
##    <dbl> <ord>                  <int>   <dbl> <fct>             
##  1  2012 1                         25 0.0919  1 mois            
##  2  2012 2                         25 0.0919  2 mois consécutifs
##  3  2012 3                         10 0.0368  3 mois consécutifs
##  4  2012 5                          3 0.0110  5 mois consécutifs
##  5  2013 1                         12 0.0433  1 mois            
##  6  2013 2                          7 0.0253  2 mois consécutifs
##  7  2013 3                          8 0.0289  3 mois consécutifs
##  8  2013 4                          1 0.00361 4 mois consécutifs
##  9  2014 1                          9 0.0378  1 mois            
## 10  2014 2                          2 0.00840 2 mois consécutifs
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Bilans départementaux

18

Conditions d’écoulement lors des campagnes usuelles (mai à septembre 2023 )

$data # A tibble: 15 × 9 # Groups: Mois, Annee, code_departement [5] Mois Annee code_departement lib_ecoul4mod NB frq Label Label_p .group 1 05 2023 18 Assec 2 4.76 2 5% 1 2 05 2023 18 Ecoulement vis… 39 92.9 39 93% 1 3 05 2023 18 Ecoulement vis… 1 2.38 1 2% 1 4 06 2023 18 Assec 3 7.14 3 7% 2 5 06 2023 18 Ecoulement vis… 25 59.5 25 60% 2 6 06 2023 18 Ecoulement vis… 14 33.3 14 33% 2 7 07 2023 18 Assec 12 28.6 12 29% 3 8 07 2023 18 Ecoulement non… 5 11.9 5 12% 3 9 07 2023 18 Ecoulement vis… 25 59.5 25 60% 3 10 08 2023 18 Assec 23 54.8 23 55% 4 11 08 2023 18 Ecoulement vis… 19 45.2 19 45% 4 12 09 2023 18 Assec 21 50 21 50% 5 13 09 2023 18 Ecoulement non… 1 2.38 1 2% 5 14 09 2023 18 Ecoulement vis… 1 2.38 1 2% 5 15 09 2023 18 Ecoulement vis… 19 45.2 19 45% 5

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$mapping $x expr: ^forcats::fct_rev(factor(Mois)) env: 0x7f958a8ed000

$y expr: ^frq env: 0x7f958a8ed000

$fill expr: forcats::fct_rev(lib_ecoul4mod) env: 0x7f958a8ed000

$label expr: ^Label_p env: 0x7f958a8ed000

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Sévérité des assecs

$data # A tibble: 59 × 9 Annee Mois code_departement n_donnees n_assecs pourcentage_assecs 1 2012 05 18 41 1 2.44 2 2012 06 18 41 1 2.44 3 2012 07 18 41 3 7.32 4 2012 08 18 41 9 22.0 5 2012 09 18 41 10 24.4 6 2013 05 18 41 0 0
7 2013 06 18 41 1 2.44 8 2013 07 18 41 2 4.88 9 2013 08 18 41 5 12.2 10 2013 09 18 41 6 14.6 # ℹ 49 more rows # ℹ 3 more variables: taille_point , Label , Label_p

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Des assecs se suivant d’un mois sur l’autre

$data # A tibble: 49 × 6 code_departement Annee max_nb_mois_assec nb_station pct label

1 18 2012 1 9 0.220 1 mois
2 18 2012 2 2 0.0488 2 mois consécutifs 3 18 2012 3 2 0.0488 3 mois consécutifs 4 18 2012 5 1 0.0244 5 mois consécutifs 5 18 2013 1 3 0.0732 1 mois
6 18 2013 2 2 0.0488 2 mois consécutifs 7 18 2013 3 1 0.0244 3 mois consécutifs 8 18 2013 4 1 0.0244 4 mois consécutifs 9 18 2014 1 1 0.0238 1 mois
10 18 2014 2 1 0.0238 2 mois consécutifs # ℹ 39 more rows

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28

Conditions d’écoulement lors des campagnes usuelles (mai à septembre 2023 )

$data # A tibble: 20 × 9 # Groups: Mois, Annee, code_departement [5] Mois Annee code_departement lib_ecoul4mod NB frq Label Label_p .group 1 05 2023 28 Assec 4 9.52 4 10% 1 2 05 2023 28 Ecoulement non… 3 7.14 3 7% 1 3 05 2023 28 Ecoulement vis… 31 73.8 31 74% 1 4 05 2023 28 Ecoulement vis… 4 9.52 4 10% 1 5 06 2023 28 Assec 6 14.3 6 14% 2 6 06 2023 28 Ecoulement non… 2 4.76 2 5% 2 7 06 2023 28 Ecoulement vis… 19 45.2 19 45% 2 8 06 2023 28 Ecoulement vis… 14 33.3 14 33% 2 9 06 2023 28 1 2.38 1 2% 2 10 07 2023 28 Assec 10 23.8 10 24% 3 11 07 2023 28 Ecoulement non… 1 2.38 1 2% 3 12 07 2023 28 Ecoulement vis… 10 23.8 10 24% 3 13 07 2023 28 Ecoulement vis… 21 50 21 50% 3 14 08 2023 28 Assec 9 21.4 9 21% 4 15 08 2023 28 Ecoulement non… 1 2.38 1 2% 4 16 08 2023 28 Ecoulement vis… 8 19.0 8 19% 4 17 08 2023 28 Ecoulement vis… 24 57.1 24 57% 4 18 09 2023 28 Assec 7 16.7 7 17% 5 19 09 2023 28 Ecoulement vis… 20 47.6 20 48% 5 20 09 2023 28 Ecoulement vis… 15 35.7 15 36% 5

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Sévérité des assecs

$data # A tibble: 45 × 9 Annee Mois code_departement n_donnees n_assecs pourcentage_assecs 1 2012 05 28 42 3 7.14 2 2012 06 28 42 3 7.14 3 2012 07 28 42 3 7.14 4 2012 08 28 42 5 11.9 5 2012 09 28 42 4 9.52 6 2013 05 28 42 0 0
7 2013 06 28 42 0 0
8 2013 07 28 42 2 4.76 9 2013 08 28 42 4 9.52 10 2013 09 28 42 1 2.38 # ℹ 35 more rows # ℹ 3 more variables: taille_point , Label , Label_p

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Des assecs se suivant d’un mois sur l’autre

$data # A tibble: 32 × 6 code_departement Annee max_nb_mois_assec nb_station pct label

1 28 2012 1 2 0.0476 1 mois
2 28 2012 2 2 0.0476 2 mois consécutifs 3 28 2012 3 2 0.0476 3 mois consécutifs 4 28 2012 5 1 0.0238 5 mois consécutifs 5 28 2013 1 2 0.0476 1 mois
6 28 2013 2 1 0.0238 2 mois consécutifs 7 28 2013 3 1 0.0238 3 mois consécutifs 8 28 2017 1 7 0.167 1 mois
9 28 2017 2 4 0.0952 2 mois consécutifs 10 28 2018 1 1 0.0238 1 mois
# ℹ 22 more rows

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36

Conditions d’écoulement lors des campagnes usuelles (mai à septembre 2023 )

$data # A tibble: 16 × 9 # Groups: Mois, Annee, code_departement [5] Mois Annee code_departement lib_ecoul4mod NB frq Label Label_p .group 1 05 2023 36 Ecoulement vis… 36 92.3 36 92% 1 2 05 2023 36 Ecoulement vis… 3 7.69 3 8% 1 3 06 2023 36 Ecoulement vis… 36 92.3 36 92% 2 4 06 2023 36 Ecoulement vis… 3 7.69 3 8% 2 5 07 2023 36 Assec 9 23.1 9 23% 3 6 07 2023 36 Ecoulement non… 3 7.69 3 8% 3 7 07 2023 36 Ecoulement vis… 17 43.6 17 44% 3 8 07 2023 36 Ecoulement vis… 10 25.6 10 26% 3 9 08 2023 36 Assec 11 28.2 11 28% 4 10 08 2023 36 Ecoulement non… 3 7.69 3 8% 4 11 08 2023 36 Ecoulement vis… 16 41.0 16 41% 4 12 08 2023 36 Ecoulement vis… 9 23.1 9 23% 4 13 09 2023 36 Assec 10 25.6 10 26% 5 14 09 2023 36 Ecoulement non… 4 10.3 4 10% 5 15 09 2023 36 Ecoulement vis… 15 38.5 15 38% 5 16 09 2023 36 Ecoulement vis… 10 25.6 10 26% 5

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[5] “gg”

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Sévérité des assecs

$data # A tibble: 59 × 9 Annee Mois code_departement n_donnees n_assecs pourcentage_assecs 1 2012 05 36 39 0 0
2 2012 06 36 39 0 0
3 2012 07 36 39 1 2.56 4 2012 08 36 39 5 12.8 5 2012 09 36 39 5 12.8 6 2013 05 36 39 0 0
7 2013 06 36 39 0 0
8 2013 07 36 39 0 0
9 2013 08 36 39 0 0
10 2013 09 36 39 0 0
# ℹ 49 more rows # ℹ 3 more variables: taille_point , Label , Label_p

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Des assecs se suivant d’un mois sur l’autre

$data # A tibble: 32 × 6 code_departement Annee max_nb_mois_assec nb_station pct label

1 36 2012 1 4 0.103 1 mois
2 36 2012 2 2 0.0513 2 mois consécutifs 3 36 2012 3 1 0.0256 3 mois consécutifs 4 36 2015 2 3 0.0769 2 mois consécutifs 5 36 2015 3 1 0.0256 3 mois consécutifs 6 36 2016 1 2 0.0513 1 mois
7 36 2016 2 2 0.0513 2 mois consécutifs 8 36 2017 1 5 0.128 1 mois
9 36 2017 2 3 0.0769 2 mois consécutifs 10 36 2017 3 1 0.0256 3 mois consécutifs # ℹ 22 more rows

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37

Conditions d’écoulement lors des campagnes usuelles (mai à septembre 2023 )

$data # A tibble: 19 × 9 # Groups: Mois, Annee, code_departement [5] Mois Annee code_departement lib_ecoul4mod NB frq Label Label_p .group 1 05 2023 37 Assec 1 1.39 1 1% 1 2 05 2023 37 Ecoulement vis… 65 90.3 65 90% 1 3 05 2023 37 Ecoulement vis… 6 8.33 6 8% 1 4 06 2023 37 Assec 2 2.78 2 3% 2 5 06 2023 37 Ecoulement non… 4 5.56 4 6% 2 6 06 2023 37 Ecoulement vis… 52 72.2 52 72% 2 7 06 2023 37 Ecoulement vis… 14 19.4 14 19% 2 8 07 2023 37 Assec 11 15.3 11 15% 3 9 07 2023 37 Ecoulement non… 1 1.39 1 1% 3 10 07 2023 37 Ecoulement vis… 26 36.1 26 36% 3 11 07 2023 37 Ecoulement vis… 34 47.2 34 47% 3 12 08 2023 37 Assec 11 15.3 11 15% 4 13 08 2023 37 Ecoulement non… 2 2.78 2 3% 4 14 08 2023 37 Ecoulement vis… 23 31.9 23 32% 4 15 08 2023 37 Ecoulement vis… 36 50 36 50% 4 16 09 2023 37 Assec 11 15.3 11 15% 5 17 09 2023 37 Ecoulement non… 3 4.17 3 4% 5 18 09 2023 37 Ecoulement vis… 42 58.3 42 58% 5 19 09 2023 37 Ecoulement vis… 16 22.2 16 22% 5

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Sévérité des assecs

$data # A tibble: 60 × 9 Annee Mois code_departement n_donnees n_assecs pourcentage_assecs 1 2012 05 37 72 0 0
2 2012 06 37 72 0 0
3 2012 07 37 72 0 0
4 2012 08 37 72 2 2.78 5 2012 09 37 72 2 2.78 6 2013 05 37 72 0 0
7 2013 06 37 72 0 0
8 2013 07 37 72 0 0
9 2013 08 37 72 0 0
10 2013 09 37 72 1 1.39 # ℹ 50 more rows # ℹ 3 more variables: taille_point , Label , Label_p

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Des assecs se suivant d’un mois sur l’autre

$data # A tibble: 32 × 6 code_departement Annee max_nb_mois_assec nb_station pct label

1 37 2012 1 2 0.0278 1 mois
2 37 2012 2 1 0.0139 2 mois consécutifs 3 37 2013 1 1 0.0139 1 mois
4 37 2015 1 2 0.0278 1 mois
5 37 2015 2 1 0.0139 2 mois consécutifs 6 37 2016 1 1 0.0139 1 mois
7 37 2016 2 1 0.0139 2 mois consécutifs 8 37 2017 1 3 0.0417 1 mois
9 37 2017 2 1 0.0139 2 mois consécutifs 10 37 2017 3 1 0.0139 3 mois consécutifs # ℹ 22 more rows

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41

Conditions d’écoulement lors des campagnes usuelles (mai à septembre 2023 )

$data # A tibble: 19 × 9 # Groups: Mois, Annee, code_departement [5] Mois Annee code_departement lib_ecoul4mod NB frq Label Label_p .group 1 05 2023 41 Assec 2 6.90 2 7% 1 2 05 2023 41 Ecoulement non… 2 6.90 2 7% 1 3 05 2023 41 Ecoulement vis… 13 44.8 13 45% 1 4 05 2023 41 Ecoulement vis… 12 41.4 12 41% 1 5 06 2023 41 Assec 5 17.2 5 17% 2 6 06 2023 41 Ecoulement non… 2 6.90 2 7% 2 7 06 2023 41 Ecoulement vis… 11 37.9 11 38% 2 8 06 2023 41 Ecoulement vis… 11 37.9 11 38% 2 9 07 2023 41 Assec 12 41.4 12 41% 3 10 07 2023 41 Ecoulement non… 7 24.1 7 24% 3 11 07 2023 41 Ecoulement vis… 2 6.90 2 7% 3 12 07 2023 41 Ecoulement vis… 8 27.6 8 28% 3 13 08 2023 41 Assec 13 44.8 13 45% 4 14 08 2023 41 Ecoulement non… 3 10.3 3 10% 4 15 08 2023 41 Ecoulement vis… 13 44.8 13 45% 4 16 09 2023 41 Assec 9 31.0 9 31% 5 17 09 2023 41 Ecoulement non… 3 10.3 3 10% 5 18 09 2023 41 Ecoulement vis… 3 10.3 3 10% 5 19 09 2023 41 Ecoulement vis… 14 48.3 14 48% 5

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Sévérité des assecs

$data # A tibble: 60 × 9 Annee Mois code_departement n_donnees n_assecs pourcentage_assecs 1 2012 05 41 29 0 0
2 2012 06 41 29 0 0
3 2012 07 41 29 1 3.45 4 2012 08 41 29 6 20.7 5 2012 09 41 29 7 24.1 6 2013 05 41 29 0 0
7 2013 06 41 29 0 0
8 2013 07 41 29 1 3.45 9 2013 08 41 29 2 6.9 10 2013 09 41 29 3 10.3 # ℹ 50 more rows # ℹ 3 more variables: taille_point , Label , Label_p

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Des assecs se suivant d’un mois sur l’autre

$data # A tibble: 41 × 6 code_departement Annee max_nb_mois_assec nb_station pct label

1 41 2012 1 5 0.172 1 mois
2 41 2012 2 3 0.103 2 mois consécutifs 3 41 2012 3 1 0.0345 3 mois consécutifs 4 41 2013 1 2 0.0690 1 mois
5 41 2013 2 2 0.0690 2 mois consécutifs 6 41 2014 1 1 0.0345 1 mois
7 41 2014 3 1 0.0345 3 mois consécutifs 8 41 2015 1 4 0.138 1 mois
9 41 2015 2 3 0.103 2 mois consécutifs 10 41 2015 3 2 0.0690 3 mois consécutifs # ℹ 31 more rows

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45

Conditions d’écoulement lors des campagnes usuelles (mai à septembre 2023 )

$data # A tibble: 20 × 9 # Groups: Mois, Annee, code_departement [5] Mois Annee code_departement lib_ecoul4mod NB frq Label Label_p .group 1 05 2023 45 Assec 2 3.28 2 3% 1 2 05 2023 45 Ecoulement non… 4 6.56 4 7% 1 3 05 2023 45 Ecoulement vis… 39 63.9 39 64% 1 4 05 2023 45 Ecoulement vis… 16 26.2 16 26% 1 5 06 2023 45 Assec 13 21.3 13 21% 2 6 06 2023 45 Ecoulement non… 7 11.5 7 11% 2 7 06 2023 45 Ecoulement vis… 21 34.4 21 34% 2 8 06 2023 45 Ecoulement vis… 20 32.8 20 33% 2 9 07 2023 45 Assec 22 36.1 22 36% 3 10 07 2023 45 Ecoulement non… 12 19.7 12 20% 3 11 07 2023 45 Ecoulement vis… 18 29.5 18 30% 3 12 07 2023 45 Ecoulement vis… 9 14.8 9 15% 3 13 08 2023 45 Assec 17 27.9 17 28% 4 14 08 2023 45 Ecoulement non… 13 21.3 13 21% 4 15 08 2023 45 Ecoulement vis… 16 26.2 16 26% 4 16 08 2023 45 Ecoulement vis… 15 24.6 15 25% 4 17 09 2023 45 Assec 17 27.9 17 28% 5 18 09 2023 45 Ecoulement non… 11 18.0 11 18% 5 19 09 2023 45 Ecoulement vis… 17 27.9 17 28% 5 20 09 2023 45 Ecoulement vis… 16 26.2 16 26% 5

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Sévérité des assecs

$data # A tibble: 60 × 9 Annee Mois code_departement n_donnees n_assecs pourcentage_assecs 1 2012 05 45 49 1 2.04 2 2012 06 45 49 1 2.04 3 2012 07 45 49 5 10.2 4 2012 08 45 49 21 42.9 5 2012 09 45 49 22 44.9 6 2013 05 45 54 0 0
7 2013 06 45 54 0 0
8 2013 07 45 54 6 11.1 9 2013 08 45 54 10 18.5 10 2013 09 45 54 10 18.5 # ℹ 50 more rows # ℹ 3 more variables: taille_point , Label , Label_p

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Des assecs se suivant d’un mois sur l’autre

$data # A tibble: 51 × 6 code_departement Annee max_nb_mois_assec nb_station pct label

1 45 2012 1 3 0.0612 1 mois
2 45 2012 2 15 0.306 2 mois consécutifs 3 45 2012 3 4 0.0816 3 mois consécutifs 4 45 2012 5 1 0.0204 5 mois consécutifs 5 45 2013 1 4 0.0741 1 mois
6 45 2013 2 2 0.0370 2 mois consécutifs 7 45 2013 3 6 0.111 3 mois consécutifs 8 45 2014 1 7 0.125 1 mois
9 45 2014 2 1 0.0179 2 mois consécutifs 10 45 2014 4 1 0.0179 4 mois consécutifs # ℹ 41 more rows

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Méthodologie

Le réseau ONDE

L’Observatoire national des étiages (ONDE) a pour objectif de contribuer à la surveillance et la compréhension des phénomènes d’étiages de certains cours d’eau métropolitains. Ce dispositif est porté par l’Office français de la biodiversité.

Les données

Les données sont produites par les agents de l’Office français de la biodiversité à partir des observations de terrain réalisées sur les stations du réseau ONDE. Les données sont mises à disposition sous forme de fichiers annuels au format Excel. Le fichier de l’année en cours est mis à jour “au fil de l’eau” ; ou disponible sur la plateforme Hubeau à partir des APIs disponibles (API écoulement).

Les campagnes d’observations

Deux types de campagnes d’observations sont distinguées :

  • Les campagnes d’observations dites usuelles, réalisées sur chaque département au niveau national, au pas mensuel sur la période estivale (de mai à septembre) avec des observations systématiques à la date du 25 +/- 2 jours du mois.

  • Les campagnes d’observations complémentaires, qui sont réalisées lorsque les conditions hydrologiques locales sont jugées sensibles (i.e, sécheresse). Ces observations complémentaires peuvent être réalisées sur un sous-ensemble (ou la totalité) des stations présentes en départements.

La valorisation présentée ici

La lecture des données, leur mise en forme et la production des graphiques sont effectués au moyen du logiciel R et de plusieurs packages (dont ondetools, hubeau, tidyverse, ggplot2, rmarkdown, leaflet et mapview).

Les fonds et couches pour les cartes proviennent de leaflet, IGN, Propluvia.